Publication

2026

  1. iclr2026.png
    Pragma-VL: Towards a Pragmatic Arbitration of Safety and Helpfulness in MLLMs
    Ming Wen, Kun Yang, Xin Chen, and 4 more authors
    ICLR, 2026
  2. IEEE ToN
    Online Request Scheduling for Quality-Aware Diffusion based AIGC Services
    Han Yang, Ying Zheng, Lei Jiao, and 2 more authors
    IEEE Trans. Networking, 2026
  3. infocom26.png
    A Self-updating Checkpointing and Fast Failure Recovery System for Distributed LLM Training
    Leyi Ye, Zhiyi Yao, Boliang Liu, and 5 more authors
    IEEE Infocom, 2026
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    Crack in the Armor: Underlying Infrastructure Threats to RPKI Publication Point Reachability
    Yunhao Liu, Jessie Hui Wang, Yuedong Xu, and 3 more authors
    NDSS, 2026

2025

  1. wave-mechanics.gif
    Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix
    Ming Wen^, Jiaqi Zhu^, Yuedong Xu*, and 2 more authors
    NeurIPS, 2025
  2. nsdi2025.png
    Holmes: Localizing Irregularities in LLM Training with Mega-scale GPU Clusters
    Zhiyi Yao^, Pengbo Hu^, Congcong Miao^, and 8 more authors
    USENIX NSDI, 2025
  3. atc2025.png
    PopFetcher: Towards Accelerated Mixture-of-Experts Training Via Popularity Based Expert-Wise Prefetch
    Junyi Zhang, Chuanhu Ma, Xiong Wang, and 6 more authors
    USENIX ATC, 2025
  4. infocom25_yao.png
    MemFerry: A Fast and Memory Efficient Offload Training Framework with Hybrid GPU Computation
    Zhiyi Yao, Zuning Liang, Yuedong Xu*, and 3 more authors
    IEEE Infocom, 2025
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    Robust Contextual Combinatorial Multi-Armed Bandits for Unreliable Network Systems
    Junkai Wang, Xutong Liu*, Jinhang Zuo, and 1 more author
    IEEE Infocom, 2025
  6. IEEE ToN
  7. IEEE ICDCS
    Carbon-Neutralizing Edge AI Inference for Data Streams via Model Control and Allowance Trading.
    Yining Zhang, Lei Jiao, Konglin Zhu, and 2 more authors
    IEEE ICDCS, 2025

2024

  1. infocom24_wang.png
    Learning Context-aware Probabilistic Maximum Coverage Bandits: A Variance-adaptive Approach
    Xutong Liu, Jinhang Zuo, Junkai Wang, and 3 more authors
    IEEE Infocom, 2024
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    Communication Efficient Distributed Newton Method Over Unreliable Networks
    Ming Wen, Chengchang Liu, and Yuedong Xu*
    AAAI, 2024
  3. ACM MM
    Axiomvision: Accuracy-guaranteed Adaptive Visual Model Selection for Perspective-aware Video Analytics
    Xiangxiang Dai, Zeyu Zhang, Peng Yang, and 3 more authors
    ACM Multimedia, 2024
  4. Elsevier JSA
    An Efficient Bandwidth-adaptive Gradient Compression Algorithm for Distributed Training of Deep Neural Networks
    Zeqin Wang, Qingyang Duan, Yuedong Xu*, and 1 more author
    J. Syst. Archit., 2024
  5. IEEE IWQoS
    Scheduling Generative-AI Job DAGs with Model Serving in Data Centers
    Ying Zheng, Lei Jiao, Yuedong Xu*, and 3 more authors
    IEEE IWQoS, 2024
  6. IEEE ICPP
    Online Scheduling and Pricing for Multi-LoRA Fine-Tuning Tasks
    Ying Zheng, Lei Jiao, Han Yang, and 6 more authors
    IEEE ICPP, 2024
  7. IEEE ICPP
    Gradient Free Personalized Federated Learning
    Haoyu Chen, Yuxin Zhang, Jin Zhao, and 2 more authors
    IEEE ICPP, 2024
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    Minerva: Decentralized Collaborative Query Processing over Interplanetary File System
    Zhiyi Yao, Bowen Ding, Qianlan Bai, and 1 more author
    IEEE Trans. Big Data, 2024
  9. WiOpt
    A Queueing Theoretic Perspective on Low-Latency LLM Inference with Variable Token Length
    Yuqing Yang, Lei Jiao, and Yuedong Xu*
    WiOpt, 2024

2023

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    Accelerating Distributed DNN Training via Transport Layer Scheduling
    Qingyang Duan, Chao Peng, Zeqin Wang, and 4 more authors
    IEEE TPDS, 2023
  2. tifs23_bai.png
    Blockchain Mining with Multiple Selfish Miners
    Qianlan Bai, Yuedong Xu*, Nianyi Liu, and 1 more author
    IEEE TIFS, 2023
  3. IEEE TNSE
    Making TCP BBR Pacing Adaptive with Domain Knowledge Assisted Reinforcement Learning
    Wenqi Pan, Yuedong Xu*, and Shaoteng Liu
    IEEE TNSE, 2023
  4. Elsevier JSA
    Communication Compression Techniques in Distributed Deep Learning: A Survey
    Zeqin Wang, Ming Wen, Yuedong Xu*, and 3 more authors
    J. Syst. Archit., 2023

2022

  1. ton22_wanghui.png
    Offloading Elastic Transfers to Opportunistic Vehicular Networks Based on Imperfect Trajectory Prediction
    Chao Xu, Jessie Hui Wang, Jilong Wang, and 5 more authors
    IEEE/ACM Trans. Networking, 2022
  2. IEEE Infocom
    Mercury: A Simple Transport Layer Scheduler to Accelerate Distributed DNN Training
    Qingyang Duan, Zeqin Wang, Yuedong Xu*, and 2 more authors
    IEEE Infocom, 2022
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    Toward Packet Routing with Fully Distributed Multiagent Deep Reinforcement Learning
    Xinyu You, Xuanjie Li, Yuedong Xu*, and 3 more authors
    IEEE TSMC: Systems, 2022
  4. IEEE TNSE
    pcn22.png
    Understanding the Benefit of Being Patient in Payment Channel Networks
    Qianlan Bai, Yuedong Xu*, and Xin Wang
    IEEE TNSE, 2022

2021

  1. ton21_chen.png
    Enabling Practical Large-scale MIMO in WLANs with Hybrid Beamforming
    Zhe Chen, Xu Zhang, Sulei Wang, and 3 more authors
    IEEE/ACM Trans. Networking, 2021
  2. jsac21_zheng.png
    Enabling Robust DRL-driven Networking Systems via Teacher-Student Learning
    Ying Zheng, Lixiang Lin, Tianqi Zhang, and 4 more authors
    IEEE JSAC, 2021
  3. mobisys21_gu.png
    TyrLoc: a Low-cost Multi-technology MIMO Localization System with a Single RF Chain
    Zhihao Gu, Taiwei He, Junwei Yin, and 2 more authors
    ACM Mobisys, 2021
  4. IEEE TMM
    Towards Real-time Video Caching at Edge Servers: A Cost-aware Deep Q-learning Solution
    Laizhong Cui, Erchao Ni, Yipeng Zhou, and 4 more authors
    IEEE Trans. Multimedia, 2021
  5. IEEE TCSS
    tcss21.png
    Evolution of Transaction Pattern in Ethereum: A Temporal Graph Perspective
    Qianlan Bai, Chao Zhang, Nianyi Liu, and 3 more authors
    IEEE TCSS, 2021
  6. IEEE Infocom
    Leveraging Domain Knowledge for Robust Deep Reinforcement Learning in Networking
    Ying Zheng, Haoyu Chen, Qingyang Duan, and 5 more authors
    IEEE Infocom, 2021

2019

  1. IEEE/ACM ToN
    On The Robustness of Price-Anticipating Kelly Mechanism
    Yuedong Xu, Zhujun Xiao, Tianyu Ni, and 2 more authors
    IEEE/ACM Trans. Networking, 2019
  2. IEEE/ACM ToN
    On User Selective Eavesdropping Attacks in MU-MIMO: CSI Forgery and Countermeasure
    Sulei Wang, Zhe Chen, Yuedong Xu*, and 2 more authors
    IEEE Infocom, 2019
  3. ACM MOBIHOC
    Forever Young: Aging Control for Smartphones in Hybrid Networks
    Eitan Altman, Rachid El-azouzi, Daniel Sadoc Menasche, and 1 more author
    ACM Mobihoc, 2019
  4. IEEE TGCN
    POM: Power-efficient Multi-view Video Streaming over Multi-antenna Wireless Systems
    Xu Zhang, Zhe Chen, Yuedong Xu*, and 1 more author
    IEEE Trans. Green Communications and Networking, 2019
  5. IEEE TMC
    Multipath Assisted Wi-Fi Localization with a Single Access Point
    Zhe Chen, Guorong Zhu, Sulei Wang, and 5 more authors
    IEEE Trans. Mobile Computing, 2019

2018

  1. ACM TOMM
    User Behavior Analysis and Video Popularity Prediction on a Large-Scale VoD System
    Lei Huang, Bowen Ding, Aining Wang, and 2 more authors
    ACM TOMM, 2018
  2. IEEE TCSVT
    Performance Analysis of Thunder Crystal: A Crowdsourcing-based Video Distribution Platform
    Yipeng Zhou, Liang Chen, Mi Jing, and 2 more authors
    IEEE TCSVT, 2018
  3. ACM APNET
    Demystifying Deep Learning in Networking
    Ying Zheng, Ziyu Liu, Xinyu You, and 2 more authors
    ACM APNET, 2018

2017

  1. IEEE TMC
    Modeling Buffer Starvations of Video Streaming in Cellular Networks with Large-Scale Measurement of User Behavior
    Yuedong Xu, Zhujun Xiao, Hui Feng, and 3 more authors
    IEEE Trans. Mobile Computing, 2017
  2. ACM CoNEXT
    AWL: Turning Spatial Aliasing From Foe to Friend for Decimeter-Level WiFi Localization
    Zhe Chen, Zhongmin Li, Guorong Zhu, and 4 more authors
    ACM CoNEXT, 2017
  3. IEEE Infocom
    BUSH: Empowering Large-Scale MU-MIMO in WLANs With Hybrid Beamforming
    Zhe Chen, Xu Zhang, Sulei Wang, and 3 more authors
    IEEE Infocom, 2017
  4. IEEE TMM
    MuVi: Multi-view Video Aware Transmission over MIMO Wireless Systems
    Zhe Chen, Xu Zhang, Yuedong Xu*, and 3 more authors
    IEEE Trans. Multimedia, 2017
  5. ACM NOSSDAV
    Analysis of User Behavior in a Large-Scale VoD System
    Lei Huang, Bowen Ding, Yuedong Xu*, and 1 more author
    ACM NOSSDAV, 2017
  6. IEEE ICNP Poster
    Deep Reinforcement Learning for Multi-resource Multi-machine Job Scheduling
    Weijia Chen, Yuedong Xu, and Xiaofeng Wu
    IEEE ICNP (well cited), 2017

2016

  1. IEEE TMC
    Flow Level QoE for Video Streaming in Wireless Networks
    Yuedong Xu, Salah Elayoubi, Eitan Altman, and 1 more author
    IEEE Trans. Mobile Computing, 2016
  2. IEEE ICME
    POM: Power Efficient Multi-view Video Streaming over Multi-antenna Wireless Systems
    Zhe Chen, Xu Zhang, Yuedong Xu*, and 1 more author
    IEEE ICME, 2016

2015

  1. IEEE TCSVT
    On Achieving Cost-Effective Adaptive Cloud Gaming in Geo-distributed Data Centers
    Hao Tian, Di Wu, Jian He, and 2 more authors
    IEEE TCSVT, 2015

2014

  1. IEEE TMM
    Analysis of Buffer Starvation with Application to QoE Optimization of Streaming-like Services
    Yuedong Xu, Eitan Altman, Rachid El-Azouzi, and 2 more authors
    IEEE Trans. Multimedia, 2014
  2. IEEE TMC
    Analytical QoE Models for Bit-rate Switching in Dynamic Adaptive Streaming Service
    Yuedong Xu, Yipeng Zhou, and Dah-Ming Chiu
    IEEE Trans. Mobile Computing, 2014
  3. IEEE TCSVT
    Exploring Coding Benefits in CDN Based VoD Systems
    Yipeng Zhou, Yuedong Xu, and Shengli Zhang
    IEEE TCSVT, 2014
  4. NetGcoop (Invited)
    Multi-dimensional Network Security Game: How do attacker and defender battle on parallel targets
    Yuedong Xu and John C.S. Lui
    NetGcoop, 2014

2013

  1. IEEE Infocom
    Impact of Flow Dynamics on QoE of Streaming Services in Wireless Networks
    Yuedong Xu, Salah Elayoubi, Eitan Altman, and 1 more author
    IEEE Infocom, 2013
  2. IEEE/ACM ToN
    Predicting the Impact of Measures Against P2P Networks: Transient Behavior and Phase Transition
    Eitan Altman, Philippe Nain, Adam Shwartz, and 1 more author
    IEEE/ACM Trans. Networking, 2013

2012

  1. IEEE Infocom
    Probabilistic Analysis of Buffer Starvation in Markovian Queues
    Yuedong Xu and Eitan Altman
    IEEE Infocom, 2012
  2. IFIP Networking
    QoE Analysis of Media Streaming in Wireless Data Networks
    Yuedong Xu and Eitan Altman
    IFIP Networking, 2012

2011

  1. IEEE Infocom
    Predicting the Impact of Measures against P2P Networks on the Transient Behavior
    Eitan Altman, Philippe Nain, Adam Shwartz, and 1 more author
    IEEE Infocom, 2011
  2. IFIP Networking
    Network Non-neutrality Debate: An Economic Analysis
    Eitan Altman, Arbaud Legout, and Yuedong Xu
    IFIP Networking, 2011

2010

  1. Elsevier COMNET
    On Oligopoly Spectrum Allocation Game in Cognitive Radio Networks with Capacity Constraints
    Yuedong Xu, John C.S. Lui, and Dah-Ming Chiu
    Elsevier Computer Networks, 2010
  2. ACM PER
    Aging Control For Smartphones in Hybrid Networks
    Eitan Altman, Rachid El-Azouzi, Daniel Sadoc Menasche, and 1 more author
    ACM Performance Evaluation Review (ArXiv 2010), 2010